Grounded Visual Question Answering on Grounded GQA enhanced (test)
59.09mIoUFT-DINOSAUR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FT-DINOSAURLLM=Phi22026.02 | 59.09 | 61.05 | 33.94 | 13.25 | |
| FT-DINOSAURLLM=Qwen2-7B2026.02 | 59.09 | 65.21 | 36.28 | 15.36 | |
| mFRESALLM=Phi22026.02 | 56.92 | 67.58 | 39.2 | 13.91 | |
| mFRESALLM=Qwen2-7B2026.02 | 56.92 | 71.41 | 41.33 | 15.88 | |
| Slot DiffusionLLM=Phi22026.02 | 54.91 | 61.54 | 34.39 | 12.42 | |
| Slot DiffusionLLM=Qwen2-7B2026.02 | 54.91 | 65.75 | 36.91 | 13.85 | |
| SPOTLLM=Phi22026.02 | 53.76 | 64.08 | 38.45 | 12.81 | |
| SPOTLLM=Qwen2-7B2026.02 | 53.76 | 68.32 | 41.45 | 15.14 | |
| DINOSAURLLM=Phi22026.02 | 50.52 | 60.13 | 30.8 | 11.64 | |
| DINOSAURLLM=Qwen2-7B2026.02 | 50.52 | 64.05 | 32.71 | 13.47 | |
| VQDINOMLPLLM=Phi22026.02 | 48.5 | 65.55 | 32.27 | 12.13 | |
| VQDINOMLPLLM=Qwen2-7B2026.02 | 48.5 | 68.18 | 34.13 | 13.47 | |
| DINOSAURv2LLM=Phi22026.02 | 47.99 | 66.27 | 32.4 | 11.92 | |
| DINOSAURv2LLM=Qwen2-7B2026.02 | 47.99 | 68.54 | 33.18 | 12.44 | |
| StableLSDLLM=Phi22026.02 | 47.94 | 64.64 | 31.53 | 11.49 | |
| StableLSDLLM=Qwen2-7B2026.02 | 47.94 | 69.02 | 33.84 | 13.37 |